Blog
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Fine-tune FLUX.1 with your own images
We've added fine-tuning (LoRA) support to FLUX.1 image generation models. You can train FLUX.1 on your own images with one line of code using Replicate's API.
August 15, 2024
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FLUX.1: First Impressions
We explore FLUX.1's unique strengths and aesthetics to see what we can generate.
August 2, 2024
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FLUX.1: A new state of the art image generation model from Black Forest Labs
FLUX.1 is a new text-to-image model from the creators of Stable Diffusion that exceeds the capabilities of previous open-source models.
August 1, 2024
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Run Meta Llama 3.1 405B with an API
Llama 3.1 405B: is the most powerful open-source language model from Meta. Learn how to run it in the cloud with one line of code.
July 23, 2024
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How to get the best results from Stable Diffusion 3
We show you how to use Stable Diffusion 3 to get the best images, including new techniques for prompting.
June 18, 2024
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Run Stable Diffusion 3 on your Apple Silicon Mac
A step-by-step guide to generating images with Stable Diffusion 3 on your M-series Mac using MPS acceleration.
June 18, 2024
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Push a custom version of Stable Diffusion 3
Create your own custom version of Stability's latest image generation model and run it on Replicate via the web or API.
June 14, 2024
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Run Stable Diffusion 3 on your own machine with ComfyUI
Copy and paste a few commands into terminal to play with Stable Diffusion 3 on your own GPU-powered machine.
June 14, 2024
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H100s are coming to Replicate
We'll soon support NVIDIA's H100 GPUs for predictions and training. Let us know if you want early access.
June 12, 2024
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Run Stable Diffusion 3 with an API
Stable Diffusion 3 is the latest text-to-image model from Stability, with improved image quality, typography, prompt understanding, and resource efficiency. Learn how to run it in the cloud with one line of code.
June 12, 2024
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Shared network vulnerability disclosure
This post shares details of a security vulnerability disclosed to us in January 2024 by our friends at Wiz, a cloud security company.
May 23, 2024
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Run Snowflake Arctic with an API
Arctic is a new open-source language model from Snowflake. Learn how to run it in the cloud with one line of code.
April 23, 2024
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Run Meta Llama 3 with an API
Llama 3 is the latest language model from Meta. Learn how to run it in the cloud with one line of code.
April 18, 2024
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Run Code Llama 70B with an API
Code Llama 70B is one of the powerful open-source code generation models. Learn how to run it in the cloud with one line of code.
January 30, 2024
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How to create an AI narrator for your life
Or, how I met a virtual David Attenborough.
December 6, 2023
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Clone your voice using open-source models
We’ve added fine-tuning for realistic voice cloning (RVC). You can train RVC on your own dataset from a YouTube video with a few lines of code using Replicate's API.
December 6, 2023
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Businesses are building on open-source AI
We've raised a $40 million Series B led by a16z.
December 5, 2023
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How to run Yi chat models with an API
The Yi series models are large language models trained from scratch by developers at 01.AI. Learn how to run them in the cloud with one line of code.
November 23, 2023
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Scaffold Replicate apps with one command
We've added a CLI command that makes it easy to get started with Replicate.
November 22, 2023
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Using open-source models for faster and cheaper text embeddings
An interactive example showing how to embed text using a state-of-the-art embedding model that beats OpenAI's embeddings API on price and performance.
November 10, 2023
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Generate music from chord progressions and text prompts with MusicGen-Chord
We’ve added chord conditioning to Meta’s MusicGen model, so you can create automatic backing tracks in any style using text prompts and chord progressions.
November 8, 2023
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Generate images in one second on your Mac using a latent consistency model
How to run a latent consistency model on your M1 or M2 Mac
October 25, 2023
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How to use retrieval augmented generation with ChromaDB and Mistral
In this post we'll explore the basics of retrieval augmented generation by creating an example app that uses bge-large-en for embeddings, ChromaDB for vector store, and mistral-7b-instruct for language model generation.
October 17, 2023
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Fine-tune MusicGen to generate music in any style
We’ve added fine-tuning support to MusicGen. You can train the small, medium and melody models on your own audio files using Replicate.
October 13, 2023
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Jet-setting with Llama 2 + Grammars
How to use Llama 2 models with grammars for information extraction tasks.
October 9, 2023
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How to run Mistral 7B with an API
Mistral 7B is an open-source large language model. Learn what it's good at and how to run it in the cloud with one line of code.
October 6, 2023
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Make smooth AI generated videos with AnimateDiff and an interpolator
Combine AnimateDiff and the ST-MFNet frame interpolator to create smooth and realistic videos from a text prompt
October 4, 2023
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Fine-tuned models now boot in less than one second
We've made some dramatic improvements to cold boots for fine-tuned models.
September 6, 2023
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Painting with words: a history of text-to-image AI
With the recent release of Stable Diffusion XL fine-tuning on Replicate, and today being the 1-year anniversary of Stable Diffusion, now feels like the perfect opportunity to take a step back and reflect on how text-to-image AI has improved over the last few years.
August 22, 2023
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We're cutting our prices in half
The price of public models is being cut in half, and soon we'll start charging new users for setup and idle time on private models.
August 16, 2023
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Streaming output for language models
Our API now supports server-sent event streams for language models. Learn how to use them to make your apps more responsive.
August 14, 2023
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Fine-tune SDXL with your own images
We’ve added fine-tuning (Dreambooth, Textual Inversion and LoRA) support to SDXL 1.0. You can train SDXL on your own images with one line of code using the Replicate API.
August 8, 2023
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Run Llama 2 with an API
Llama 2 is the first open source language model of the same caliber as OpenAI’s models. Learn how to run it in the cloud with one line of code.
July 27, 2023
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A comprehensive guide to running Llama 2 locally
How to run Llama 2 on Mac, Linux, Windows, and your phone.
July 22, 2023
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What happened with Llama 2 in the last 24 hours? 🦙
A roundup of recent developments from the llamaverse following the second major release of Meta's open-source large language model.
July 19, 2023
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Make any large language model a better poet
Prompt engineering and training are often the first solutions we reach for to improve language model behavior, but they're not the only way.
May 26, 2023
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Status page
We've added a status page to provide real-time updates on the health of Replicate.
May 18, 2023
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Language model roundup, April 2023
A roundup of recent developments from the world of open-source language models.
April 21, 2023
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AutoCog — Generate Cog configuration with GPT-4
Give it a machine learning directory and AutoCog will create predict.py and cog.yaml until it successfully runs a prediction
April 19, 2023
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Language models are on Replicate
You can now deploy, run, and fine-tune large language models on Replicate.
April 5, 2023
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How to use Alpaca-LoRA to fine-tune a model like ChatGPT
Low-rank adaptation (LoRA) is a technique for fine-tuning models that has some advantages over previous methods:
March 23, 2023
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Fine-tune LLaMA to speak like Homer Simpson
With a small amount of data and an hour of training you can make LLaMA output text in the voice of the dataset.
March 17, 2023
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Train and run Stanford Alpaca on your own machine
We'll show you how to train Alpaca, a fine-tuned version of LLaMA that can respond to instructions like ChatGPT.
March 16, 2023
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Machine learning needs better tools
Lots of people want to build things with machine learning, but they don't have the expertise to use it.
February 21, 2023
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Introducing LoRA: A faster way to fine-tune Stable Diffusion
It's like DreamBooth, but much faster. And you can run it in the cloud on Replicate.
February 7, 2023
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Train and deploy a DreamBooth model on Replicate
With just a handful of images and a single API call, you can train a model, publish it to Replicate, and run predictions on it in the cloud.
November 21, 2022
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Run Stable Diffusion on your M1 Mac’s GPU
How to run Stable Diffusion locally so you can hack on it
August 31, 2022
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Run Stable Diffusion with an API
How to use Replicate to integrate Stable Diffusion into hacks, apps, and projects
August 29, 2022
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Build a robot artist for your Discord server with Stable Diffusion, Replicate, and Fly.io
A tutorial for building a chat bot that replies to prompts with the output of a text-to-image model.
August 25, 2022
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Join us at Uncanny Spaces
We're bringing people together to explore what's being created with machine learning.
August 11, 2022
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Automating image collection
Using CLIP and LAION5B to collect thousands of captioned images.
August 5, 2022
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Exploring text to image models
The basics of using the API to create your own images from text.
July 18, 2022
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A new template for model READMEs
Inspired by model cards, we've created templates for documenting models on Replicate.
July 5, 2022
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Constraining CLIPDraw
An introduction to differentiable programming and the process of refining generative art models.
May 27, 2022
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Hello, world!
We're a small team of engineers and machine learning enthusiasts working to make machine learning more accessible.
May 16, 2022